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Resources for developers using Python for scientific computing and quantitative analysis

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Latest Resources in Machine Learning

Machine Learning

A Guide to Deep Learning yerevann.com

Published January 17, 2017 under Machine Learning

Deep Learning, Machine Learning, Python

Tutorial: Deep Learning in PyTorch iamtrask.github.io

Published January 16, 2017 under Machine Learning

Deep Learning, Machine Learning, Python, Torch

Bayesian optimization with scikit-learn thuijskens.github.io

Published January 10, 2017 under Python

Machine Learning, Python, scikit-learn

What I Learned Implementing a Classifier from Scratch in Python jeannicholashould.com

Published January 6, 2017 under Python

Machine Learning, Python

Neural Networks Made Easy with Chainer oreilly.com

Published December 20, 2016 under Machine Learning

Chainer, Machine Learning, Neural Network, Python

K-Means Clustering of Daily OHLC Bar Data quantstart.com

Published December 19, 2016 under Python

K Means, Machine Learning, Python

Python Machine Learning Tutorial, Scikit-Learn: Wine Snob Edition elitedatascience.com

Published December 10, 2016 under Python

Machine Learning, Python

How the Circle Line rogue train was caught with data blog.data.gov.sg

Published December 10, 2016 under Python

Data Science, Machine Learning, Python

Machine learning algorithms github.com

Published December 5, 2016 under Machine Learning

Machine Learning, Python

Data Mining in Python: A Guide springboard.com

Published October 10, 2016 under Python

Machine Learning, Python

LSTM for Human Activity Recognition github.com

Published September 27, 2016 under Machine Learning

Machine Learning, Neural Network, Python, TensorFlow

Models with Learned Parameters indico.io

Published September 23, 2016 under Machine Learning

Machine Learning, Python

Machine Learning Exercises In Python johnwittenauer.net

Published August 14, 2016 under Python

Machine Learning, Python

Long-term forecasting with machine learning models thuijskens.github.io

Published August 8, 2016 under Machine Learning

Machine Learning, Python, Time Series

Approaching (Almost) Any Machine Learning Problem blog.kaggle.com

Published July 27, 2016 under Machine Learning

Machine Learning, Python, scikit-learn

PySparNN by Facebook Research github.com

Published July 6, 2016 under Python

Facebook, Machine Learning, Nearest Neighbor, Python

Hello, TensorFlow! oreilly.com

Published June 21, 2016 under Machine Learning

Machine Learning, Python, TensorFlow

Python Machine Learning Book Jupyter github.com

Published June 20, 2016 under Python

Deep Learning, Machine Learning, Python

Machine learning GitHub showcase github.com

Published June 7, 2016 under Machine Learning

Caffe, Machine Learning, Python, scikit-learn, TensorFlow

Python Data Science Tutorials github.com

Published June 7, 2016 under Python

Data Science, Machine Learning, Python

Deep Learning with Theano quantstart.com

Published June 7, 2016 under Python

Deep Learning, Machine Learning, Python, Theano

Keras as a simplified interface to TensorFlow blog.keras.io

Published April 29, 2016 under Machine Learning

Machine Learning, Python, TensorFlow

Dive into scikit-learn oreilly.com

Published April 28, 2016 under Machine Learning

Data Science, Machine Learning, Python, scikit-learn

Intro to Machine Learning and NLP with Python and Weka codementor.io

Published April 16, 2016 under Machine Learning

Machine Learning, NLP, Python

The TensorFlow White Paper download.tensorflow.org

Published April 16, 2016 under Machine Learning

Machine Learning, Python, TensorFlow

Designing Machine Learning Systems with Python amazon.com

Published April 16, 2016 under Machine Learning

Machine Learning, Python

TFLearn: Hhigher-level API for TensorFlow tflearn.org

Published April 4, 2016 under Machine Learning

Machine Learning, Python, TensorFlow

K-Means Clustering on Handwritten Digits johnloeber.com

Published March 13, 2016 under Machine Learning

Machine Learning, Python

Watch Tiny Neural Nets Learn swanintelligence.com

Published March 13, 2016 under Machine Learning

Keras, Machine Learning, Neural Network, Python

ANN search in large, high-dimensional data sets nearpy.io

Published January 29, 2016 under Machine Learning

Machine Learning, Neural Network, Python

Learning How To Code Neural Networks medium.com

Published January 13, 2016 under Machine Learning

Deep Learning, Machine Learning, Neural Network

Highway Networks with TensorFlow medium.com

Published January 2, 2016 under Machine Learning

Machine Learning, Neural Network, Python, TensorFlow

Open Source Software Library for Machine Intelligence tensorflow.org

Published November 13, 2015 under Machine Learning

Machine Learning, Open Source, Python

Scalable Machine Learning using Spark and Python youtube.com

Published November 13, 2015 under Machine Learning

Apache Spark, Machine Learning, Python

A Framework for Distributed Deep Learning Layer Design in Python claymcleod.github.io

Published October 30, 2015 under Machine Learning

Machine Learning, Python

Deep Learning Libraries by Language teglor.com

Published October 5, 2015 under Machine Learning

Deep Learning, Machine Learning, Python

Modern Methods for Sentiment Analysis districtdatalabs.silvrback.com

Published September 17, 2015 under Python

Machine Learning, NLP, Python

Implementing a Neural Network from Scratch wildml.com

Published September 11, 2015 under Machine Learning

Data Science, Machine Learning, Python

Simple Genetic Algorithm In 15 Lines Of Python outlace.com

Published September 11, 2015 under Machine Learning

Data Science, Machine Learning, Python

deepy: Highly extensible deep learning framework based on Theano github.com

Published August 17, 2015 under Machine Learning

Machine Learning, Python

A Neural Network in 13 lines of Python iamtrask.github.io

Published August 4, 2015 under Machine Learning

Machine Learning, Neural Network, Python

Hinton Dropout in 3 Lines of Python iamtrask.github.io

Published August 4, 2015 under Machine Learning

Machine Learning, Neural Network, Python

Faster deep learning with GPUs and Theano blog.dominodatalab.com

Published August 4, 2015 under Machine Learning

GPU, Machine Learning, Python

Introduction to Artificial Neural Networks theprojectspot.com

Published July 9, 2015 under Machine Learning

Machine Learning, Neural Network

Think Bayes greenteapress.com

Published July 9, 2015 under Python

Machine Learning, Python

Baye’s Theorem Illustrated lesswrong.com

Published July 7, 2015 under Machine Learning

Machine Learning

Probability Distribution Parameterizations in SciPy johndcook.com

Published July 7, 2015 under Machine Learning

Machine Learning, Python, Statistics

Selecting the Best Model in scikit-learn Using Cross Validation youtube.com

Published July 5, 2015 under Machine Learning

Machine Learning, Python

Sentiment Analysis in Python andybromberg.com

Published June 26, 2015 under Python

Machine Learning, Python, Sentiment Analysis

Building Machine Learning Systems with Python metarabbit.wordpress.com

Published June 26, 2015 under Python

Machine Learning, Python

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